This project is to detect the finger and use it to control mouse
For this project, this program only detect one hand and use some finger gesture to control mouse If you want to know details, please click process_document
All source codes -> src
| developer | |
|---|---|
| Nie Wenyu | 1695028510@qq.com |
- Mediapipe
- PyTorch
- YOLOv5
🟠 - Developing
🟢 - Finished
🔴 - Failed
| Mac | |
|---|---|
| Hand Detection | 🟢 |
| Control Keyboard | 🟢 |
| Control Volume | 🟢 |
| Control Mouse | 🟠 |
| Move Screen | 🟠 |
training model dic -> datasets
https://blog.csdn.net/didiaopao/article/details/119954291 (The most important 🌟)
https://www.markdownguide.org/ (markdown guide)
https://github.com/google/mediapipe (mediapipe)
https://datatofish.com/control-keyboard-python/ (how to control keyboard using python)
https://zh-v1.d2l.ai/chapter_introduction/deep-learning-intro.html (dive into deep learning)
https://pyautogui.readthedocs.io/en/latest/keyboard.html#keyboard-keys (control keyboard)
https://github.com/AndreMiras/pycaw (auto change audio) only for windows
https://dev.to/0xkoji/control-mac-sound-volume-by-python-h4g (audio change) for mac
https://www.youtube.com/watch?v=tFNJGim3FXw (deep learning model(YOLOv5))
https://github.com/ultralytics/yolov5 (YOLOv5 github)
https://docs.ultralytics.com/yolov5/tutorials/train_custom_data/ (use yolov5)
https://blog.csdn.net/qq_45945548/article/details/121701492 (How to use yolov5)
https://blog.csdn.net/didiaopao/article/details/119954291 (How to use yolov5)
https://zhuanlan.zhihu.com/p/587808267 (解析yolov5)